{"id":"W2100947533","doi":"10.1086/521170","title":"Diabetes Mellitus and Pyogenic Liver Abscess: Risk and Prognosis","year":2007,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Pyogenic liver abscess; Diabetes mellitus; Liver abscess; Abscess; Internal medicine; Gastroenterology; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000262941,0.0004840709,0.001000028,0.0002440146,0.0002797338,0.00008727597,0.00005863579,0.0009921879,0.0002305862],"category_scores_gemma":[0.0007508489,0.0003815496,0.0004628871,0.0001905345,0.000777217,0.00008742459,0.0001199866,0.001506075,0.0001189796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007796336,"about_ca_system_score_gemma":0.0001228113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225567,"about_ca_topic_score_gemma":0.0000220942,"domain_scores_codex":[0.9974602,0.0002102147,0.0006975394,0.0008406417,0.0002709408,0.0005203988],"domain_scores_gemma":[0.9970834,0.001553836,0.0003420203,0.0004285175,0.0001698708,0.0004223861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002136679,0.0006519151,0.8147516,0.0003766385,0.00102121,0.0004914769,0.000009365055,8.76098e-8,1.513257e-7,0.000003303605,0.1451937,0.03747913],"study_design_scores_gemma":[0.002309487,0.001262519,0.7473813,0.0003018795,0.005796218,0.00005836262,0.000005498825,0.00003354187,0.00000440871,0.0004081474,0.2420121,0.0004265566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476385,0.0318052,0.00004604827,0.01487033,0.001009379,0.0016684,0.0004270974,0.0005173134,0.002017788],"genre_scores_gemma":[0.7010835,0.04065518,0.00006862271,0.2491914,0.0066666,0.0002866602,0.0005480904,0.0001774016,0.001322534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2465549,"threshold_uncertainty_score":0.9998636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734821550630979,"score_gpt":0.3282079107171607,"score_spread":0.3008596952108509,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}